{"id":"W2037166907","doi":"10.1159/000167483","title":"Plasma Volume Changes Induced by Hypertonic Hemodiafiltration and Standard Hemodialysis","year":2008,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Hematocrit; Medicine; Hemodialysis; Tonicity; Plasma volume; Albumin; Plasma osmolality; Ultrafiltration (renal); Internal medicine; Blood volume; Endocrinology; Hemodynamics; Urology; Chemistry; Chromatography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001987801,0.0001305448,0.0006156626,0.0002384878,0.00007437223,0.00001063467,0.00007333104,0.0000429729,0.00009481085],"category_scores_gemma":[0.0000467719,0.00009927651,0.0001237203,0.0002483284,0.0003185936,0.00006345205,0.0000275585,0.0001624102,0.000007194925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004649578,"about_ca_system_score_gemma":0.0001000944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004077054,"about_ca_topic_score_gemma":0.00001136589,"domain_scores_codex":[0.9989389,0.0001084237,0.0003084966,0.0001571662,0.0002812791,0.0002057427],"domain_scores_gemma":[0.9990876,0.00004891704,0.000355066,0.0001357428,0.0001434472,0.000229248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006522366,0.0007677536,0.02474767,0.00005709097,0.003375093,0.001074333,0.002099856,0.00005976448,0.2286317,0.00009345174,0.07259759,0.6599733],"study_design_scores_gemma":[0.01538212,0.04081418,0.3517202,0.0001238857,0.005710114,0.006818356,0.002336307,0.002330576,0.009027669,0.0002102267,0.5645096,0.001016754],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888358,0.0004645397,0.0003035038,0.009901804,0.00006322571,0.00008944644,0.00000647469,0.000009778475,0.0003254811],"genre_scores_gemma":[0.9933485,0.001305504,0.0007579031,0.004233306,0.0002033775,0.000003632234,0.000008691889,0.00001383927,0.0001252351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6589565,"threshold_uncertainty_score":0.4048378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122915527984816,"score_gpt":0.240167032450818,"score_spread":0.2278754796523364,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}